{"id":"W4404769018","doi":"10.14440/bladder.2024.0036","title":"Recurrent bladder malakoplakia: A rare bladder lesion mimicking malignancy","year":2024,"lang":"en","type":"article","venue":"Bladder","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brantford Energy (Canada)","funders":"","keywords":"Malakoplakia; Dysuria; Malacoplakia; Pathology; Medicine; Malignancy; Genitourinary system; Lesion; Urothelium; Urinary system; Urinary bladder; Histiocyte; Differential diagnosis; Cystoscopy; Urology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001439298,0.0004189707,0.0004124467,0.0002759748,0.0001906003,0.000143292,0.00006243721,0.0002062621,0.003517376],"category_scores_gemma":[0.00005165758,0.000323731,0.0003957131,0.0003727046,0.00007770474,0.0002037661,0.00007458469,0.0003228541,0.0009230247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952109,"about_ca_system_score_gemma":0.0003667154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003766019,"about_ca_topic_score_gemma":0.00001543122,"domain_scores_codex":[0.9976522,0.0000466839,0.0004748767,0.0007562955,0.000501956,0.0005679963],"domain_scores_gemma":[0.9988399,0.00005461449,0.00008633654,0.0005290551,0.0001595565,0.0003305375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001105179,0.006780128,0.06293636,0.003721624,0.01437101,0.1393871,0.003986794,0.00004343871,0.007424999,0.01066273,0.3618217,0.3877589],"study_design_scores_gemma":[0.009373925,0.002225276,0.09209002,0.007146941,0.00900198,0.02435077,0.0008825978,0.002674792,0.009869415,0.002726723,0.8367455,0.002912048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840361,0.03114598,0.0004364448,0.001769291,0.003371927,0.001777742,0.0001153854,0.001211806,0.07613535],"genre_scores_gemma":[0.9892794,0.0005644553,0.000221454,0.0005222371,0.0007265967,0.0001331147,0.0002252028,0.0001153287,0.008212173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4749238,"threshold_uncertainty_score":0.9999215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649463071550009,"score_gpt":0.3091127638523516,"score_spread":0.2826181331368516,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}